让用户访问专用空间 - 亚马逊 SageMaker AI
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让用户访问专用空间

重要

允许 Amazon SageMaker Studio 或 Amazon SageMaker Studio Classic 创建亚马逊 SageMaker资源的自定义 IAM 策略还必须授予向这些资源添加标签的权限。之所以需要为资源添加标签的权限，是因为 Studio 和 Studio Classic 会自动为创建的任何资源添加标签。如果 IAM 策略允许 Studio 和 Studio Classic 创建资源但不允许标记，则在尝试创建资源时可能会出现 AccessDenied “” 错误。有关更多信息，请参阅 提供标记 A SageMaker I 资源的权限。

Amazon亚马逊 A SageMaker I 的托管策略授予创建 SageMaker 资源的权限已经包括在创建这些资源时添加标签的权限。

本节提供了一项允许用户访问专用空间的政策。您还可以使用策略将专用空间和与之关联的应用程序限制为与用户配置文件关联的所有者。

您必须为用户提供以下权限：

  • 专用空间

  • 进入专用空间所需的用户配置文件

要提供权限，请将以下策略附加到用户的 IAM 角色。

JSON
{
  "Version":"2012-10-17",		 	 	 		 	 	 
  "Statement": [
    {

      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateApp",
        "sagemaker:DeleteApp"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:app/*",
      "Condition": {
        "Null": {
          "sagemaker:OwnerUserProfileArn": "true"
        }
      }
    },
    {
      "Sid": "SMStudioCreatePresignedDomainUrlForUserProfile",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreatePresignedDomainUrl"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:user-profile/domain-id/user-profile-name"
    },
    {
      "Sid": "SMStudioAppPermissionsListAndDescribe",
      "Effect": "Allow",
      "Action": [
        "sagemaker:ListApps",
        "sagemaker:ListDomains",
        "sagemaker:ListUserProfiles",
        "sagemaker:ListSpaces",
        "sagemaker:DescribeApp",
        "sagemaker:DescribeDomain",
        "sagemaker:DescribeUserProfile",
        "sagemaker:DescribeSpace"
      ],
      "Resource": "*"
    },
    {
      "Sid": "SMStudioAppPermissionsTagOnCreate",
      "Effect": "Allow",
      "Action": [
        "sagemaker:AddTags"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:*/*",
      "Condition": {
        "Null": {
          "sagemaker:TaggingAction": "false"
        }
      }
    },
    {
      "Sid": "SMStudioRestrictSharedSpacesWithoutOwners",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateSpace",
        "sagemaker:UpdateSpace",
        "sagemaker:DeleteSpace"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:space/domain-id/*",
      "Condition": {
        "Null": {
          "sagemaker:OwnerUserProfileArn": "true"
        }
      }
    },
    {
      "Sid": "SMStudioRestrictSpacesToOwnerUserProfile",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateSpace",
        "sagemaker:UpdateSpace",
        "sagemaker:DeleteSpace"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:space/domain-id/*",
      "Condition": {
        "ArnLike": {
        "sagemaker:OwnerUserProfileArn": "arn:aws:sagemaker:us-east-1:111122223333:user-profile/domain-id/user-profile-name"
        },
        "StringEquals": {
          "sagemaker:SpaceSharingType": [
            "Private",
            "Shared"
          ]
        }
      }
    },
    {
      "Sid": "SMStudioRestrictCreatePrivateSpaceAppsToOwnerUserProfile",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateApp",
        "sagemaker:DeleteApp"
      ],
      "Resource": "arn:aws:sagemaker:us-east-1:111122223333:app/domain-id/*",
      "Condition": {
        "ArnLike": {
        "sagemaker:OwnerUserProfileArn": "arn:aws:sagemaker:us-east-1:111122223333:user-profile/domain-id/user-profile-name"
        },
        "StringEquals": {
          "sagemaker:SpaceSharingType": [
            "Private"
          ]
        }
      }
    }
  ]
}